{"id":"W3118034441","doi":"10.1212/wnl.92.15_supplement.s26.001","title":"Serum Neurofilament Light (sNfL) for Disease Prognosis and Treatment Monitoring in Multiple Sclerosis Patients:Towards Implementation into Clinical Care (S26.001)","year":2019,"lang":"en","type":"article","venue":"Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Multiple sclerosis; Medicine; Disease; Intensive care medicine; Pediatrics; Internal medicine; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01703376,0.0005396154,0.0008862662,0.0005073507,0.0003153139,0.001643333,0.0007861448,0.0009836564,0.003437922],"category_scores_gemma":[0.009310193,0.000233987,0.00069529,0.0006789387,0.0002206188,0.0006452728,0.0009137674,0.00120684,0.00129578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009146128,"about_ca_system_score_gemma":0.004145724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003908757,"about_ca_topic_score_gemma":0.006467631,"domain_scores_codex":[0.996797,0.002226749,0.0002720273,0.0001523084,0.0003765365,0.0001753776],"domain_scores_gemma":[0.9921158,0.001741603,0.001759077,0.0004128886,0.002604553,0.001366105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.04475986,0.00363176,0.2423839,0.001584616,0.001181254,0.0001123701,0.0002244094,0.002316719,0.008963172,0.001630034,0.06238267,0.6308293],"study_design_scores_gemma":[0.03027478,0.03021143,0.8131684,0.002939369,0.002242293,0.0003111529,0.000348457,0.009662149,0.01127053,0.002518374,0.09691985,0.0001330949],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8304171,0.03759823,0.020139,0.04052115,0.002928573,0.008915116,0.02653308,0.001043427,0.03190428],"genre_scores_gemma":[0.8771542,0.006175735,0.07256566,0.009549175,0.001011728,0.004659601,0.02211948,0.0002036855,0.006560734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01703376,"threshold_uncertainty_score":0.0900842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0990447525363465,"score_gpt":0.3859598184958752,"score_spread":0.2869150659595287,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}